Scalable Uncertainty Management: 6th International Conference, SUM 2012, Marburg, Germany, September 17-19, 2012. Proceedings

Front Matter....Pages -
Xtream: A System for Continuous Querying over Uncertain Data Streams....Pages 1-15
Applications of Ordinal Ranks to Flexible Query Answering....Pages 16-29
Managing Uncertainty in Databases and Scaling It Up to Concurrent Transactions....Pages 30-43
Generalizing Naive and Stable Semantics in Argumentation Frameworks with Necessities and Preferences....Pages 44-57
Stable Semantics in Logic-Based Argumentation....Pages 58-71
The Outcomes of Logic-Based Argumentation Systems under Preferred Semantics....Pages 72-84
Abstract Argumentation via Monadic Second Order Logic....Pages 85-98
An Approach to Argumentation Considering Attacks through Time....Pages 99-112
Drift Detection and Characterization for Fault Diagnosis and Prognosis of Dynamical Systems....Pages 113-126
An Attempt to Employ Genetic Fuzzy Systems to Predict from a Data Stream of Premises Transactions....Pages 127-140
Navigating Interpretability Issues in Evolving Fuzzy Systems....Pages 141-153
Certain Conjunctive Query Answering in SQL....Pages 154-167
Restoring Consistency in P2P Deductive Databases....Pages 168-179
Tractable Cases of Clean Query Answering under Entity Resolution via Matching Dependencies....Pages 180-193
A Distance between Continuous Belief Functions....Pages 194-205
On the Complexity of the Graphical Representation and the Belief Inference in the Dynamic Directed Evidential Networks with Conditional Belief Functions....Pages 206-218
Revision over Partial Pre-orders: A Postulational Study....Pages 219-232
Representing Uncertainty by Possibility Distributions Encoding Confidence Bands, Tolerance and Prediction Intervals....Pages 233-246
Harmonic Wavelets Based Identification of Nonlinear and Time-Variant Systems....Pages 247-260
An Upscaling Approach for Uncertainty Quantification of Stochastic Contaminant Transport through Fractured Media....Pages 261-272
Development of a Reliability-Based Design Optimization Toolbox for the FERUM Software....Pages 273-286
Approximating Complex Sensor Quality Using Failure Probability Intervals....Pages 287-298
Correcting Binary Imprecise Classifiers: Local vs Global Approach....Pages 299-310
Density-Based Projected Clustering of Data Streams....Pages 311-324
Credit-Card Fraud Profiling Using a Hybrid Incremental Clustering Methodology....Pages 325-336
Comparing Partitions by Means of Fuzzy Data Mining Tools....Pages 337-350
An Iterative Scaling Algorithm for Maximum Entropy Reasoning in Relational Probabilistic Conditional Logic....Pages 351-364
Probabilistic Conditional Independence under Schema Certainty and Uncertainty....Pages 365-378
On Dependence in Second-Order Probability....Pages 379-391
Uncertain Observation Times....Pages 392-405
Center-Wise Intra-Inter Silhouettes....Pages 406-419
Clustering Sets of Objects Using Concepts-Objects Bipartite Graphs....Pages 420-432
Evaluating Indeterministic Duplicate Detection Results....Pages 433-446
Merging Interval-Based Possibilistic Belief Bases....Pages 447-458
Comparing and Fusing Terrain Network Information....Pages 459-472
A Characteristic Function Approach to Inconsistency Measures for Knowledge Bases....Pages 473-485
Comfort as a Multidimensional Preference Model for Energy Efficiency Control Issues....Pages 486-499
A Probabilistic Hybrid Logic for Sanitized Information Systems....Pages 500-513
Evidential Fusion for Gender Profiling....Pages 514-524
From Imprecise Probability Laws to Fault Tree Analysis....Pages 525-538
CUDA Accelerated Fault Tree Analysis with C-XSC....Pages 539-549
Deterministic Seismic Hazard Analysis Considering Non-controlling Seismic Sources and Time Factors....Pages 550-557
Towards a Logic of Argumentation....Pages 558-565
A Structured View on Sources of Uncertainty in Supervised Learning....Pages 566-573
On Development of a New Seismic Base Isolation System....Pages 574-581
Trying to Understand How Analogical Classifiers Work....Pages 582-589
An Adaptive Algorithm for Finding Frequent Sets in Landmark Windows....Pages 590-597
Instantiation Restrictions for Relational Probabilistic Conditionals....Pages 598-605
Artificial Intelligence for Identification of Material Behaviour Using Uncertain Load and Displacement Data....Pages 606-611
On Cluster Validity for Fuzzy Clustering of Incomplete Data....Pages 612-618
Evaluation of the Naive Evidential Classifier (NEC): A Comparison between Its Two Variants Based on a Real Agronomic Application....Pages 619-624
An Approach to Learning Relational Probabilistic FO-PCL Knowledge Bases....Pages 625-632
An SMT-Based Solver for Continuous t-norm Based Logics....Pages 633-640
Seismic Hazard Assessment on NPP Sites in Taiwan through an Observation-Oriented Monte Carlo Simulation....Pages 641-646
Back Matter....Pages -